AI agent tool reliability // full index

Tools

npm/-adhisang/minecraft-modding-mcp/validate-project Validate workspace summaries, Mixin, Access Widener, and Access Transformer files.
npm/-adhisang/minecraft-modding-mcp/inspect-minecraft Explore Minecraft versions, artifacts, classes, files, and source search.
npm/-adhisang/minecraft-modding-mcp/analyze-symbol Check symbol existence, convert mappings, trace lifecycle, and resolve workspace symbols.
npm/-adhisang/minecraft-modding-mcp/manage-cache Manage cache inventory, verification, and preview/apply cleanup workflows.
mcp-registry/eu.ansvar/malawi-law-mcp/search_legislation FTS5 full-text search across all provisions with BM25 ranking
mcp-registry/eu.ansvar/malawi-law-mcp/get_provision Retrieve specific provision by statute + chapter/section
mcp-registry/eu.ansvar/malawi-law-mcp/check_currency Check if statute is in force, amended, or repealed
mcp-registry/eu.ansvar/malawi-law-mcp/format_citation Format citations per Malawian conventions (full/short/pinpoint)
mcp-registry/eu.ansvar/malawi-law-mcp/list_sources List all available statutes with metadata
mcp-registry/eu.ansvar/malawi-law-mcp/about Server info, capabilities, and coverage summary
mcp-registry/eu.ansvar/malawi-law-mcp/get_eu_basis Get EU directives/regulations for Malawian statute
mcp-registry/eu.ansvar/malawi-law-mcp/get_malawian_implementations Find Malawian laws implementing EU act
mcp-registry/eu.ansvar/malawi-law-mcp/search_eu_implementations Search EU documents with Malawian implementation counts
mcp-registry/eu.ansvar/malawi-law-mcp/get_provision_eu_basis Get EU law references for specific provision
mcp-registry/eu.ansvar/malawi-law-mcp/validate_eu_compliance Check implementation status of EU directives
mcp-registry/eu.ansvar/malawi-law-mcp/build_legal_stance Aggregate citations from statutes for a legal topic
mcp-registry/eu.ansvar/malawi-law-mcp/validate_citation Validate citation against database (zero-hallucination check)
mcp-registry/io.github.hakimjonas/lambe/lam-mcp MCP server for Lambë query language, providing tools to query structured data files
glama/achenglike/web-clipper-mcp/get_page_structure Analyze a web page's structure and return a summary with CSS selector suggestions.
glama/achenglike/web-clipper-mcp/clip_url Extract content from a URL and convert to Markdown.
glama/achenglike/web-clipper-mcp/clip_html Convert raw HTML to Markdown.
mcp-registry/io.github.apexapi/apexapi-mcp/extract_structured Extract structured data from a web page.
mcp-registry/io.github.apexapi/apexapi-mcp/chat Send a chat completion request to any supported AI model.
mcp-registry/io.github.apexapi/apexapi-mcp/list_models List all available AI models.
mcp-registry/io.github.apexapi/apexapi-mcp/get_balance Get the current account balance.
mcp-registry/io.github.apexapi/apexapi-mcp/scrape_page Scrape a single web page.
mcp-registry/io.github.apexapi/apexapi-mcp/crawl_site Crawl a website and return pages.
mcp-registry/io.github.apexapi/apexapi-mcp/check_job Check the status of an asynchronous job.
mcp-registry/io.github.apexapi/apexapi-mcp/generate_image Generate an image using an AI model.
mcp-registry/io.github.apexapi/apexapi-mcp/generate_speech Generate speech audio from text.
glama/theycallmeholla/schema-org-mcp/server_info Returns server version, build metadata, and runtime information.
glama/theycallmeholla/schema-org-mcp/server_stats Returns performance statistics including cache hit rates, tool invocation counts, and timing metrics.
glama/theycallmeholla/schema-org-mcp/get_property_details Get comprehensive information about a specific property. Supports fuzzy matching.
glama/theycallmeholla/schema-org-mcp/get_enumeration_values Retrieve all valid values for an enumeration type.
glama/theycallmeholla/schema-org-mcp/validate_jsonld Validate JSON-LD structured data with intelligent suggestions for typos.
glama/theycallmeholla/schema-org-mcp/get_schema_type Retrieve detailed information about a schema.org type. Supports fuzzy matching for typos and natural aliases.
glama/theycallmeholla/schema-org-mcp/get_type_hierarchy Get complete inheritance hierarchy including ancestors and children.
glama/theycallmeholla/schema-org-mcp/generate_example Generate realistic JSON-LD examples with dynamic dates and nested types.
glama/theycallmeholla/schema-org-mcp/search_schemas Search for schema types by keyword with relevance-based ranking.
glama/theycallmeholla/schema-org-mcp/get_type_properties List all properties available for a type with filtering and pagination support.
mcp-registry/eu.ansvar/mozambican-law-mcp/validate_citation Validate citation against database (zero-hallucination check)
mcp-registry/eu.ansvar/mozambican-law-mcp/build_legal_stance Aggregate citations from statutes for a legal topic
mcp-registry/eu.ansvar/mozambican-law-mcp/format_citation Format citations per Mozambican conventions (full/short/pinpoint)
mcp-registry/eu.ansvar/mozambican-law-mcp/list_sources List all available statutes with metadata
mcp-registry/eu.ansvar/mozambican-law-mcp/about Server info, capabilities, and coverage summary
mcp-registry/eu.ansvar/mozambican-law-mcp/get_eu_basis Get EU directives/regulations for Mozambican statute
mcp-registry/eu.ansvar/mozambican-law-mcp/search_eu_implementations Search EU documents with Mozambican implementation counts
mcp-registry/eu.ansvar/mozambican-law-mcp/get_mozambican_implementations Find Mozambican laws implementing EU act
mcp-registry/eu.ansvar/mozambican-law-mcp/search_legislation FTS5 full-text search across all provisions with BM25 ranking
mcp-registry/eu.ansvar/mozambican-law-mcp/get_provision_eu_basis Get EU law references for specific provision
mcp-registry/eu.ansvar/mozambican-law-mcp/get_provision Retrieve specific provision by statute + chapter/section
mcp-registry/eu.ansvar/mozambican-law-mcp/validate_eu_compliance Check implementation status of EU directives
mcp-registry/eu.ansvar/mozambican-law-mcp/check_currency Check if statute is in force, amended, or repealed
mcp-registry/eu.ansvar/newzealand-law-mcp/search_legislation Full-text search across all NZ legislation
mcp-registry/eu.ansvar/newzealand-law-mcp/list_acts List all available Acts with metadata
mcp-registry/eu.ansvar/newzealand-law-mcp/get_provision_eu_basis Cross-reference NZ law to EU/international equivalents
mcp-registry/eu.ansvar/newzealand-law-mcp/search_case_law Search case law from NZ courts (via NZLII)
mcp-registry/eu.ansvar/newzealand-law-mcp/get_provision Retrieve a specific section/article from a New Zealand Act
mcp-registry/eu.ansvar/newzealand-law-mcp/get_act_structure Get table of contents / structure of an Act
glama/pipeworx-io/arcgis-grandchute/search_datasets Search Town of Grand Chute GIS open geospatial datasets (parcels, zoning, public works & city services) by keyword. Returns each dataset's n
glama/pipeworx-io/arcgis-grandchute/layer_info Get an ArcGIS Feature/Map Service layer's schema by url: fields (name + type), geometry type, total record count, and capabilities.
glama/pipeworx-io/arcgis-grandchute/query_layer Query an ArcGIS Feature Service / Map Service layer by its url (from search_datasets). SQL-like where, comma-separated out_fields, order_by,
glama/rbsoftwaresystems/draftlytic-mcp/open_in_draftlytic Builds a link that opens your idea in the full Draftlytic app with the brief pre-filled — its guided AI question flow, richer generation, an
glama/rbsoftwaresystems/draftlytic-mcp/render_prd Renders a validated spec into deterministic Markdown: title, overview, target audience, platforms, tech stack, features grouped by priority
glama/rbsoftwaresystems/draftlytic-mcp/spec_checklist Returns the planning checklist grouped by category, each with 2-4 concrete questions to ask the user.
glama/rbsoftwaresystems/draftlytic-mcp/validate_spec Zod-validates the spec and returns structured issues: errors for missing/empty required sections, placeholder text, and features without a p
glama/antonkazlouski-orca/slack-mcp-server/slack_get_channel_history Get messages from a specific channel.
glama/antonkazlouski-orca/slack-mcp-server/slack_post_message Post a message to a channel.
glama/antonkazlouski-orca/slack-mcp-server/slack_get_user_info Get information about a specific user.
glama/antonkazlouski-orca/slack-mcp-server/slack_list_users List all users in the workspace.
glama/antonkazlouski-orca/slack-mcp-server/slack_get_mentions Get messages where you were mentioned.
glama/antonkazlouski-orca/slack-mcp-server/slack_get_thread_replies Get all replies in a thread.
glama/antonkazlouski-orca/slack-mcp-server/slack_list_channels List all channels you're a member of.
glama/antonkazlouski-orca/slack-mcp-server/slack_get_channel_info Get detailed information about a channel.
glama/antonkazlouski-orca/slack-mcp-server/slack_search_messages Search for messages across all channels.
mcp-registry/eu.ansvar/norwegian-law-mcp/search_legal_documents Search and retrieve legal documents/provisions
mcp-registry/eu.ansvar/norwegian-law-mcp/eu_cross_reference EU cross-reference tooling for Norwegian law
mcp-registry/eu.ansvar/norwegian-law-mcp/get_db_metadata Retrieve database metadata for capability detection
mcp-registry/eu.ansvar/pakistani-law-mcp/validate_citation Validate a legal citation to prevent hallucinated references.
mcp-registry/eu.ansvar/pakistani-law-mcp/check_currency Check if a specific law is still in force.
mcp-registry/eu.ansvar/pakistani-law-mcp/about Get information about the database, including freshness date.
mcp-registry/eu.ansvar/pakistani-law-mcp/search_law Full-text search across Pakistani legislation provisions using FTS5 with BM25 ranking.
mcp-registry/eu.ansvar/pakistani-law-mcp/get_article Retrieve a specific legal article by its identifier.
npm/-shog-lab/pi-toolkit/web_search Perform a web search using mmx CLI.
npm/-shog-lab/pi-toolkit/schedule_cron Schedule a cron job that delivers a message to the agent via pi-bus.
npm/-shog-lab/pi-toolkit/remove_cron Remove a scheduled cron job.
npm/-shog-lab/pi-toolkit/list_cron List scheduled cron jobs.
npm/-papermark/mcp-server/upload_document Upload a new document to Papermark.
npm/-papermark/mcp-server/list_documents List all documents in your Papermark account.
npm/-papermark/mcp-server/search_documents Search documents by name or other criteria.
npm/-papermark/mcp-server/list_links List all share links.
npm/-papermark/mcp-server/list_link_views List views for a specific share link.
npm/-papermark/mcp-server/list_datarooms List all data rooms.
npm/-papermark/mcp-server/search_datarooms Search data rooms by name or other criteria.
npm/-papermark/mcp-server/create_dataroom Create a new data room.
npm/-papermark/mcp-server/list_visitors List all visitors.
npm/-papermark/mcp-server/get_document_analytics Get analytics for a specific document.
npm/-papermark/mcp-server/get_link_analytics Get analytics for a specific share link.
npm/-papermark/mcp-server/get_dataroom_analytics Get analytics for a specific data room.
npm/-papermark/mcp-server/get_view_analytics Get analytics for a specific view.

AI agent tool reliability // full index

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